Kinect-Based Virtual Game for the Elderly that Detects Incorrect Body Postures in Real Time
Poor posture can result in loss of physical function, which is necessary to preserving independence in later life. Its decline is often the determining factor for loss of independence in the elderly. To avoid this, a system to correct poor posture in the elderly, designed for Kinect-based indoor app...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
MDPI AG
2016-05-01
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| Series: | Sensors |
| Subjects: | |
| Online Access: | http://www.mdpi.com/1424-8220/16/5/704 |
| _version_ | 1811184957636214784 |
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| author | Zelai Saenz-de-Urturi Begonya Garcia-Zapirain Soto |
| author_facet | Zelai Saenz-de-Urturi Begonya Garcia-Zapirain Soto |
| author_sort | Zelai Saenz-de-Urturi |
| collection | DOAJ |
| description | Poor posture can result in loss of physical function, which is necessary to preserving independence in later life. Its decline is often the determining factor for loss of independence in the elderly. To avoid this, a system to correct poor posture in the elderly, designed for Kinect-based indoor applications, is proposed in this paper. Due to the importance of maintaining a healthy life style in senior citizens, the system has been integrated into a game which focuses on their physical stimulation. The game encourages users to perform physical activities while the posture correction system helps them to adopt proper posture. The system captures limb node data received from the Kinect sensor in order to detect posture variations in real time. The DTW algorithm compares the original posture with the current one to detect any deviation from the original correct position. The system was tested and achieved a successful detection percentage of 95.20%. Experimental tests performed in a nursing home with different users show the effectiveness of the proposed solution. |
| first_indexed | 2024-04-11T13:21:09Z |
| format | Article |
| id | doaj.art-3338df0688114905b4438be79113a608 |
| institution | Directory Open Access Journal |
| issn | 1424-8220 |
| language | English |
| last_indexed | 2024-04-11T13:21:09Z |
| publishDate | 2016-05-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Sensors |
| spelling | doaj.art-3338df0688114905b4438be79113a6082022-12-22T04:22:11ZengMDPI AGSensors1424-82202016-05-0116570410.3390/s16050704s16050704Kinect-Based Virtual Game for the Elderly that Detects Incorrect Body Postures in Real TimeZelai Saenz-de-Urturi0Begonya Garcia-Zapirain Soto1DeustoTech Institute of Technology, DeustoTech-LIFE Unit, University of Deusto, Bilbao 48007, SpainDeustoTech Institute of Technology, DeustoTech-LIFE Unit, University of Deusto, Bilbao 48007, SpainPoor posture can result in loss of physical function, which is necessary to preserving independence in later life. Its decline is often the determining factor for loss of independence in the elderly. To avoid this, a system to correct poor posture in the elderly, designed for Kinect-based indoor applications, is proposed in this paper. Due to the importance of maintaining a healthy life style in senior citizens, the system has been integrated into a game which focuses on their physical stimulation. The game encourages users to perform physical activities while the posture correction system helps them to adopt proper posture. The system captures limb node data received from the Kinect sensor in order to detect posture variations in real time. The DTW algorithm compares the original posture with the current one to detect any deviation from the original correct position. The system was tested and achieved a successful detection percentage of 95.20%. Experimental tests performed in a nursing home with different users show the effectiveness of the proposed solution.http://www.mdpi.com/1424-8220/16/5/704Kinectpostural controlvirtual gameelderlydynamic time warping algorithm |
| spellingShingle | Zelai Saenz-de-Urturi Begonya Garcia-Zapirain Soto Kinect-Based Virtual Game for the Elderly that Detects Incorrect Body Postures in Real Time Sensors Kinect postural control virtual game elderly dynamic time warping algorithm |
| title | Kinect-Based Virtual Game for the Elderly that Detects Incorrect Body Postures in Real Time |
| title_full | Kinect-Based Virtual Game for the Elderly that Detects Incorrect Body Postures in Real Time |
| title_fullStr | Kinect-Based Virtual Game for the Elderly that Detects Incorrect Body Postures in Real Time |
| title_full_unstemmed | Kinect-Based Virtual Game for the Elderly that Detects Incorrect Body Postures in Real Time |
| title_short | Kinect-Based Virtual Game for the Elderly that Detects Incorrect Body Postures in Real Time |
| title_sort | kinect based virtual game for the elderly that detects incorrect body postures in real time |
| topic | Kinect postural control virtual game elderly dynamic time warping algorithm |
| url | http://www.mdpi.com/1424-8220/16/5/704 |
| work_keys_str_mv | AT zelaisaenzdeurturi kinectbasedvirtualgamefortheelderlythatdetectsincorrectbodyposturesinrealtime AT begonyagarciazapirainsoto kinectbasedvirtualgamefortheelderlythatdetectsincorrectbodyposturesinrealtime |